Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-24 00:00:00+00:00 0.167802 0.184558 0.202861 0.224445 0.249339 0.277314 0.311364
2024-12-01 00:00:00+00:00 0.139596 0.161686 0.187653 0.220837 0.262720 0.314666 0.385348
2024-12-08 00:00:00+00:00 0.120059 0.143835 0.173183 0.212828 0.266210 0.337514 0.443505
2024-12-15 00:00:00+00:00 0.108742 0.133818 0.166009 0.211533 0.276309 0.368691 0.517703
2024-12-22 00:00:00+00:00 0.098903 0.124257 0.157816 0.207044 0.280326 0.390781 0.582205
2024-12-29 00:00:00+00:00 0.093244 0.119473 0.155227 0.209583 0.294239 0.429307 0.682067
2025-01-05 00:00:00+00:00 0.085922 0.111667 0.147519 0.203487 0.293674 0.444053 0.743351
2025-01-12 00:00:00+00:00 0.079123 0.104014 0.139285 0.195553 0.288843 0.450342 0.789625
2025-01-19 00:00:00+00:00 0.073627 0.097805 0.132614 0.189274 0.285760 0.458900 0.842503
2025-01-26 00:00:00+00:00 0.073109 0.098730 0.136558 0.200163 0.313325 0.529007 1.053243
2025-02-02 00:00:00+00:00 0.074544 0.102598 0.145257 0.219795 0.359659 0.647224 1.437640
2025-02-09 00:00:00+00:00 0.073162 0.102054 0.146914 0.227508 0.384811 0.727532 1.768110
2025-02-16 00:00:00+00:00 0.069189 0.097496 0.142150 0.224115 0.389116 0.765787 2.009577
2025-02-23 00:00:00+00:00 0.065056 0.092481 0.136346 0.218392 0.388173 0.792607 2.238916
2025-03-02 00:00:00+00:00 0.060872 0.087127 0.129580 0.210177 0.380678 0.801176 2.409951
2025-03-09 00:00:00+00:00 0.058260 0.084146 0.126610 0.208851 0.388116 0.852000 2.808322
2025-03-16 00:00:00+00:00 0.055374 0.080542 0.122292 0.204432 0.387797 0.881239 3.142329
2025-03-23 00:00:00+00:00 0.053814 0.079029 0.121509 0.206926 0.404126 0.965634 3.884638
2025-03-30 00:00:00+00:00 0.051106 0.075444 0.116792 0.200935 0.398858 0.980804 4.243002
2025-04-06 00:00:00+00:00 0.048332 0.071619 0.111424 0.193138 0.388010 0.974885 4.461910
2025-04-13 00:00:00+00:00 0.045978 0.068408 0.106997 0.186965 0.380542 0.979058 4.777572
2025-04-20 00:00:00+00:00 0.046091 0.069418 0.110355 0.197669 0.419069 1.163647 7.089622
2025-04-27 00:00:00+00:00 0.047187 0.072191 0.117214 0.216957 0.486266 1.506997 13.303318